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TWI643120B - Time series data processing device and processing method - Google Patents

Time series data processing device and processing method Download PDF

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Publication number
TWI643120B
TWI643120B TW107100790A TW107100790A TWI643120B TW I643120 B TWI643120 B TW I643120B TW 107100790 A TW107100790 A TW 107100790A TW 107100790 A TW107100790 A TW 107100790A TW I643120 B TWI643120 B TW I643120B
Authority
TW
Taiwan
Prior art keywords
time
series data
processing
data
smoothing
Prior art date
Application number
TW107100790A
Other languages
English (en)
Chinese (zh)
Other versions
TW201830223A (zh
Inventor
田中雅人
黑澤敬
Original Assignee
日商阿自倍爾股份有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
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Application filed by 日商阿自倍爾股份有限公司 filed Critical 日商阿自倍爾股份有限公司
Publication of TW201830223A publication Critical patent/TW201830223A/zh
Application granted granted Critical
Publication of TWI643120B publication Critical patent/TWI643120B/zh

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Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0221Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0243Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/03Arrangements for converting the position or the displacement of a member into a coded form
    • G06F3/041Digitisers, e.g. for touch screens or touch pads, characterised by the transducing means
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/24Pc safety
    • G05B2219/24065Real time diagnostics
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

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  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • General Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Theoretical Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Development Economics (AREA)
  • Educational Administration (AREA)
  • Strategic Management (AREA)
  • Human Computer Interaction (AREA)
  • Manufacturing & Machinery (AREA)
  • General Business, Economics & Management (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Tourism & Hospitality (AREA)
  • Marketing (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Indication And Recording Devices For Special Purposes And Tariff Metering Devices (AREA)
  • Recording Measured Values (AREA)
  • User Interface Of Digital Computer (AREA)
TW107100790A 2017-01-13 2018-01-09 Time series data processing device and processing method TWI643120B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2017004020A JP6803241B2 (ja) 2017-01-13 2017-01-13 時系列データ処理装置および処理方法
JPJP2017-004020 2017-01-13

Publications (2)

Publication Number Publication Date
TW201830223A TW201830223A (zh) 2018-08-16
TWI643120B true TWI643120B (zh) 2018-12-01

Family

ID=62868441

Family Applications (1)

Application Number Title Priority Date Filing Date
TW107100790A TWI643120B (zh) 2017-01-13 2018-01-09 Time series data processing device and processing method

Country Status (4)

Country Link
JP (1) JP6803241B2 (ja)
KR (1) KR102031944B1 (ja)
CN (1) CN108303967B (ja)
TW (1) TWI643120B (ja)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109410145B (zh) * 2018-11-01 2020-12-18 北京达佳互联信息技术有限公司 时序平滑方法、装置及电子设备
TWI734330B (zh) * 2019-01-31 2021-07-21 日商住友重機械工業股份有限公司 支援裝置、支援方法及記錄媒體
CN111752254A (zh) * 2019-03-28 2020-10-09 深圳市商汤科技有限公司 轨迹跟踪控制器的测试方法、装置、介质及设备
CN111797127B (zh) * 2019-04-09 2024-06-25 Oppo广东移动通信有限公司 时序数据分割方法、装置、存储介质及电子设备

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CN1236420C (zh) * 1998-08-21 2006-01-11 松下电器产业株式会社 量化线谱对参数特征提取器及其特征提取方法
CN101369322A (zh) * 2008-09-27 2009-02-18 哈尔滨工业大学 基于混沌理论的供热负荷区间预报法
TW201340581A (zh) * 2012-03-30 2013-10-01 Mitsubishi Electric Corp 馬達驅動裝置
TW201639399A (zh) * 2015-01-28 2016-11-01 阿爾卡特朗訊美國股份有限公司 藉由預測平滑傳輸區塊大小來控制應用程式操作的系統和方法
US20160342392A1 (en) * 2014-02-10 2016-11-24 Omron Corporation Monitoring system and monitoring method

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JP3108317B2 (ja) * 1995-04-07 2000-11-13 古河電気工業株式会社 信号処理装置および信号処理方法
JP3727496B2 (ja) * 1998-12-01 2005-12-14 株式会社日立製作所 エッチング方法
CN1271564C (zh) * 2001-02-21 2006-08-23 索尼公司 信号处理设备
JP2003067046A (ja) * 2001-08-29 2003-03-07 Toshiba Corp 過渡現象記録評価装置
DE10259719B4 (de) * 2002-12-19 2007-03-15 Cs Clean Systems Ag Verfahren zur Minimierung des Fehlers einer Messgröße
JP2005201869A (ja) * 2004-01-19 2005-07-28 Mitsutoyo Corp 信号処理方法、信号処理プログラム、この信号処理プログラムを記録した記録媒体および信号処理装置
JP4914188B2 (ja) * 2006-11-27 2012-04-11 富士重工業株式会社 平滑化フィルタ装置および速度検出装置
JP2009053873A (ja) * 2007-08-24 2009-03-12 Fujitsu Ten Ltd 制御装置、車輌制御装置、処理方法、及び制御プログラム
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Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1236420C (zh) * 1998-08-21 2006-01-11 松下电器产业株式会社 量化线谱对参数特征提取器及其特征提取方法
CN101369322A (zh) * 2008-09-27 2009-02-18 哈尔滨工业大学 基于混沌理论的供热负荷区间预报法
TW201340581A (zh) * 2012-03-30 2013-10-01 Mitsubishi Electric Corp 馬達驅動裝置
US20160342392A1 (en) * 2014-02-10 2016-11-24 Omron Corporation Monitoring system and monitoring method
TW201639399A (zh) * 2015-01-28 2016-11-01 阿爾卡特朗訊美國股份有限公司 藉由預測平滑傳輸區塊大小來控制應用程式操作的系統和方法

Also Published As

Publication number Publication date
TW201830223A (zh) 2018-08-16
JP6803241B2 (ja) 2020-12-23
KR102031944B1 (ko) 2019-10-14
CN108303967A (zh) 2018-07-20
KR20180083810A (ko) 2018-07-23
JP2018112504A (ja) 2018-07-19
CN108303967B (zh) 2021-04-09

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